Period
to 18 November 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 18 November 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 106 116 108
Rank change year-on-year +10 -8 -23
Contract jobs citing Data Management 33 22 32
As % of all contract IT jobs advertised in Leeds 1.41% 0.99% 1.22%
As % of the Processes & Methodologies category 1.60% 1.13% 1.36%
Number of daily rates quoted 20 41 22
Leeds median daily rate £513 £425 £460
Median daily rate % change year-on-year +20.59% -7.61% -10.68%
10th Percentile £246 £413 £401
90th Percentile £713 £615 £586
West Yorkshire median daily rate £463 £431 £450
% change year-on-year +7.25% -4.17% -4.26%
Number of hourly rates quoted 3 0 0
Leeds median hourly rate £17.00 - -
West Yorkshire median hourly rate £17.00 - -

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 2,068 1,955 2,353
As % of all contract IT jobs advertised in Leeds 88.23% 87.59% 89.57%
Number of daily rates quoted 1,442 1,392 1,581
Leeds median daily rate £425 £410 £400
Median daily rate % change year-on-year +3.66% +2.50% +6.67%
10th Percentile £313 £270 £281
90th Percentile £575 £550 £563
West Yorkshire median daily rate £413 £400 £400
% change year-on-year +3.13% - +6.67%
Number of hourly rates quoted 40 29 38
Leeds median hourly rate £17.00 £20.00 £13.50
Median hourly rate % change year-on-year -15.00% +48.15% -5.58%
10th Percentile £11.70 £11.94 £10.20
90th Percentile £33.08 £40.00 £31.50
West Yorkshire median hourly rate £17.00 £14.50 £14.50
% change year-on-year +17.24% - -3.33%

Data Management
Job Vacancy Trend in Leeds

Job postings citing Data Management as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Management in Leeds

Data Management
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Leeds.

Contractor daily rate trend for Data Management in Leeds

Data Management
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Management in Leeds over the 6 months to 18 November 2018.

Contractor daily rate histogram for Data Management in Leeds

Data Management
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Leeds.

Contractor hourly rate trend for Data Management in Leeds

For the 6 months to 18 November 2018, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Leeds region with a requirement for Data Management.

1 12 (36.36%) Agile Software Development
2 10 (30.30%) ETL
3 9 (27.27%) SQL
3 9 (27.27%) Data Quality
4 8 (24.24%) Finance
4 8 (24.24%) Data Warehouse
5 7 (21.21%) Python
6 6 (18.18%) Project Management
6 6 (18.18%) Stakeholder Management
6 6 (18.18%) Data Modelling
6 6 (18.18%) Data Analysis
6 6 (18.18%) Data Architecture
6 6 (18.18%) Analytics
7 5 (15.15%) Data Lake
7 5 (15.15%) Problem-Solving
7 5 (15.15%) QA
7 5 (15.15%) Amazon AWS
7 5 (15.15%) Change Management
7 5 (15.15%) Management Information System
7 5 (15.15%) SAP
8 4 (12.12%) Web Services
8 4 (12.12%) Confluence
8 4 (12.12%) Data Integration
8 4 (12.12%) JIRA
8 4 (12.12%) SAP S/4HANA
8 4 (12.12%) SAP HANA
8 4 (12.12%) Waterfall
8 4 (12.12%) Relational Database
8 4 (12.12%) Analytical Skills
9 3 (9.09%) Change Data Capture

Data Management
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (12.12%) Confluence
2 3 (9.09%) ArcGIS
3 2 (6.06%) SAS
4 1 (3.03%) Apache Spark
4 1 (3.03%) OpenStack
4 1 (3.03%) SharePoint
Applications
1 2 (6.06%) Microsoft Office
2 1 (3.03%) Microsoft Excel
2 1 (3.03%) Microsoft PowerPoint
Business Applications
1 4 (12.12%) SAP S/4HANA
Cloud Services
1 5 (15.15%) Amazon AWS
2 2 (6.06%) Amazon CloudWatch
2 2 (6.06%) Amazon EC2
2 2 (6.06%) Amazon Kinesis
2 2 (6.06%) Amazon S3
2 2 (6.06%) Amazon SageMaker
2 2 (6.06%) AWS CloudTrail
2 2 (6.06%) Virtual Private Cloud
3 1 (3.03%) Dynamics 365
3 1 (3.03%) GitHub
3 1 (3.03%) IaaS
3 1 (3.03%) Microsoft Azure
3 1 (3.03%) PaaS
3 1 (3.03%) SaaS
Database & Business Intelligence
1 8 (24.24%) Data Warehouse
2 5 (15.15%) Data Lake
3 4 (12.12%) Relational Database
3 4 (12.12%) SAP HANA
4 3 (9.09%) Amazon Athena
4 3 (9.09%) Amazon RDS
4 3 (9.09%) Amazon Redshift
4 3 (9.09%) GIS
4 3 (9.09%) MongoDB
4 3 (9.09%) Pentaho
4 3 (9.09%) QGIS
4 3 (9.09%) Spatial Data
5 2 (6.06%) Amazon Aurora
5 2 (6.06%) NoSQL
5 2 (6.06%) SAS Data Integration Studio
5 2 (6.06%) SAS Enterprise Guide
5 2 (6.06%) SAS Visual Analytics
5 2 (6.06%) Snowflake Schema
5 2 (6.06%) Star Schema
6 1 (3.03%) HBase
Development Applications
1 4 (12.12%) JIRA
2 3 (9.09%) Git (software)
3 1 (3.03%) Artifactory
3 1 (3.03%) Jenkins
General
1 8 (24.24%) Finance
2 2 (6.06%) Legal
3 1 (3.03%) Automotive
3 1 (3.03%) Retail
3 1 (3.03%) Retail Banking
Job Titles
1 9 (27.27%) Developer
2 7 (21.21%) Architect
3 5 (15.15%) Analyst
3 5 (15.15%) Data Architect
4 4 (12.12%) SAP Architect
5 3 (9.09%) Data Analyst
5 3 (9.09%) Data Engineer
5 3 (9.09%) ETL Developer
5 3 (9.09%) GIS Specialist
5 3 (9.09%) Lead Architect
6 2 (6.06%) Data Quality Analyst
6 2 (6.06%) Developer/Software Engineer
6 2 (6.06%) Lead Data Architect
6 2 (6.06%) Quality Analyst
6 2 (6.06%) Salesforce Developer
6 2 (6.06%) SAP HANA Architect
6 2 (6.06%) SAS Developer
6 2 (6.06%) Senior Data Engineer
6 2 (6.06%) Software Engineer
6 2 (6.06%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (12.12%) Web Services
2 3 (9.09%) PostGIS
3 1 (3.03%) .NET
3 1 (3.03%) HTML
3 1 (3.03%) Kafka
3 1 (3.03%) WPF
Miscellaneous
1 5 (15.15%) Management Information System
2 4 (12.12%) Analytical Skills
3 2 (6.06%) Mainframe
3 2 (6.06%) User Experience
4 1 (3.03%) Data Structures
4 1 (3.03%) Distributed Denial-of-Service
4 1 (3.03%) NHS
Operating Systems
1 3 (9.09%) Unix
2 1 (3.03%) Linux
Processes & Methodologies
1 12 (36.36%) Agile Software Development
2 10 (30.30%) ETL
3 6 (18.18%) Analytics
3 6 (18.18%) Data Analysis
3 6 (18.18%) Data Architecture
3 6 (18.18%) Data Modelling
3 6 (18.18%) Project Management
3 6 (18.18%) Stakeholder Management
4 5 (15.15%) Change Management
4 5 (15.15%) Problem-Solving
5 4 (12.12%) Data Integration
5 4 (12.12%) Waterfall
6 3 (9.09%) CAD
6 3 (9.09%) Change Data Capture
6 3 (9.09%) Collaborative Working
6 3 (9.09%) Data Migration
6 3 (9.09%) Data Reconciliation
6 3 (9.09%) ERP
6 3 (9.09%) Migration
6 3 (9.09%) Scrum
Programming Languages
1 9 (27.27%) SQL
2 7 (21.21%) Python
3 3 (9.09%) Java
3 3 (9.09%) JavaScript
3 3 (9.09%) Scala
3 3 (9.09%) T-SQL
4 2 (6.06%) C#
4 2 (6.06%) Ruby
5 1 (3.03%) Apex Code
5 1 (3.03%) Bash Shell
5 1 (3.03%) C
5 1 (3.03%) Shell Script
5 1 (3.03%) Smalltalk
Qualifications
1 2 (6.06%) AWS Certification
1 2 (6.06%) CISM
1 2 (6.06%) CISSP
1 2 (6.06%) Degree
2 1 (3.03%) CCDP
2 1 (3.03%) CCNP
2 1 (3.03%) Chartered Engineer
2 1 (3.03%) Cisco Certification
2 1 (3.03%) CISMP
2 1 (3.03%) CRISC
2 1 (3.03%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (27.27%) Data Quality
2 5 (15.15%) QA
3 2 (6.06%) ISO/IEC 27005
3 2 (6.06%) SLA
4 1 (3.03%) ISO/IEC 27001
4 1 (3.03%) PMO
System Software
1 2 (6.06%) Docker
2 1 (3.03%) KVM
2 1 (3.03%) QEMU
2 1 (3.03%) VMware Infrastructure
Systems Management
1 1 (3.03%) Opscode Chef
1 1 (3.03%) Puppet
Vendors
1 5 (15.15%) SAP
2 3 (9.09%) ESRI
2 3 (9.09%) Hortonworks
2 3 (9.09%) Microsoft
2 3 (9.09%) Oracle
3 2 (6.06%) Cloudera
3 2 (6.06%) Salesforce.com
4 1 (3.03%) Cisco
4 1 (3.03%) VMware